sabiha khanum

@Khanum

Learning Out Loud: Algorithms, Intuition & Insights

Joined April 2025

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DataEngineering101dataengineering101.hashnode.dev10 posts

Spark or Snowflake?spark-or-snowflake.hashnode.dev1 post

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SKsabiha khanumdataengineering101.hashnode.devJun 22 · 7 min read

Building an Adaptive Anomaly Detection Pipeline for Financial Streams

This is not a finished project post. It is a working notes post of what I am building, why I am building it, what is working, what is not yet, and where it is going. I am writing this now, mid-build,

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SKsabiha khanumdataengineering101.hashnode.devMay 13 · 9 min read

Build, Break, Ship: What I Learned Building a Real‑Time Pipeline

I built this pipeline because I wanted to stop talking about streaming systems and start having built one properly. Not a tutorial follow-along. Not a single Kafka consumer writing to a CSV. An actual

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SKsabiha khanumdataengineering101.hashnode.devDec 15, 2025 · 10 min read

Redis: A Comprehensive Technical Deep Dive

What Redis Is Redis (Remote Dictionary Server) is an open-source, in-memory data structure store that functions as a database, cache, message broker, and streaming engine. Unlike traditional disk-based databases, Redis keeps its entire dataset in RAM...

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SKsabiha khanumspark-or-snowflake.hashnode.devNov 30, 2025 · 5 min read

Distributed File Systems (DFS): Architecture, Use Cases & Evolution

Introduction Traditional file systems on a single machine just can't keep up with the scale and performance needs of modern data infrastructure. That’s where Distributed File Systems (DFS) come into play. In this blog, I’ll take you through what a DF...

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SKsabiha khanumdataengineering101.hashnode.devJun 30, 2025 · 7 min read

How to Handle Tough Data Engineering Interview Questions: Tips from Real Experiences

I’ve seen the field evolve dramatically—from the days of traditional ETL batch jobs on relational databases to today’s bustling ecosystem of cloud-native data platforms, real-time streaming, and machine learning integration at scale. This journey com...

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sabiha khanum

About

Available for

sabiha khanum's blogs

Recently published

Building an Adaptive Anomaly Detection Pipeline for Financial Streams

Build, Break, Ship: What I Learned Building a Real‑Time Pipeline

Redis: A Comprehensive Technical Deep Dive

Distributed File Systems (DFS): Architecture, Use Cases & Evolution

How to Handle Tough Data Engineering Interview Questions: Tips from Real Experiences

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sabiha khanum

About

Available for

sabiha khanum's blogs

Recently published

Building an Adaptive Anomaly Detection Pipeline for Financial Streams

Build, Break, Ship: What I Learned Building a Real‑Time Pipeline

Redis: A Comprehensive Technical Deep Dive

Distributed File Systems (DFS): Architecture, Use Cases & Evolution

How to Handle Tough Data Engineering Interview Questions: Tips from Real Experiences